uid
stringclasses 10
values | dataset_id
stringclasses 1
value | year
int64 2.02k
2.02k
| region
stringclasses 4
values | aircraft_count
int64 12
36
| conflict_alert_rate_per_hour
int64 0
10
| avg_handoffs_per_hour
int64 8
48
| controller_staffing_level
stringclasses 2
values | reported_workload_level
stringclasses 3
values | vectoring_frequency
stringclasses 2
values | ops_summary
stringclasses 10
values | question
stringclasses 1
value | ground_truth_label
stringclasses 2
values | ground_truth_rationale
stringclasses 10
values | outcome_signal
stringclasses 4
values | source_citation
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ATC-001
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,024
|
EU_core
| 18
| 1
| 12
|
adequate
|
moderate
|
low
|
Traffic steady and staffing adequate.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
coherent
|
Load manageable.
|
stable_sector
|
Synthetic
|
ATC-002
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,024
|
EU_core
| 34
| 9
| 42
|
low
|
high
|
high
|
Aircraft count high, alerts rising, staffing low.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
incoherent
|
Sector overload risk.
|
complexity_spike
|
Synthetic
|
ATC-003
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,023
|
US_terminal
| 12
| 0
| 8
|
adequate
|
low
|
low
|
Terminal calm.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
coherent
|
Capacity sufficient.
|
stable_sector
|
Synthetic
|
ATC-004
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,023
|
US_terminal
| 29
| 7
| 38
|
low
|
high
|
high
|
Handoffs and conflicts rising.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
incoherent
|
Capacity strain.
|
delay_risk
|
Synthetic
|
ATC-005
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,022
|
UK_sector
| 16
| 1
| 14
|
adequate
|
moderate
|
low
|
Normal flow.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
coherent
|
Aligned.
|
stable_sector
|
Synthetic
|
ATC-006
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,022
|
UK_sector
| 33
| 8
| 41
|
low
|
high
|
high
|
Heavy traffic and vectoring.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
incoherent
|
Overload forming.
|
complexity_spike
|
Synthetic
|
ATC-007
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,021
|
Asia_route
| 20
| 2
| 15
|
adequate
|
moderate
|
low
|
Balanced.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
coherent
|
Stable.
|
stable_sector
|
Synthetic
|
ATC-008
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,021
|
Asia_route
| 36
| 10
| 48
|
low
|
high
|
high
|
Conflict alerts frequent.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
incoherent
|
High complexity.
|
incident_risk
|
Synthetic
|
ATC-009
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,020
|
EU_core
| 17
| 1
| 11
|
adequate
|
moderate
|
low
|
Steady.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
coherent
|
No overload.
|
stable_sector
|
Synthetic
|
ATC-010
|
atc-sector-load-controller-capacity-coherence-v0.1
| 2,020
|
EU_core
| 35
| 9
| 45
|
low
|
high
|
high
|
Traffic surge beyond staffing.
|
Is sector load aligned with controller capacity. Answer coherent or incoherent.
|
incoherent
|
Capacity exceeded.
|
delay_risk
|
Synthetic
|
What this repo is for
Detect when airspace sector load exceeds controller capacity.
Signals include:
aircraft count
conflict alerts
handoffs
staffing
workload
vectoring frequency
This predicts overload before incidents.
- Downloads last month
- 6